Deep learning "1" Ubuntu using H5py to save a good Keras neural network model

The model saved with H5py has very little space to take up. Before you can use H5py to save Keras trained models, you need to install h5py, and the specific installation process will refer to my blog post about H5py installation: http://blog.csdn.net/linmingan/article/details/50736300

the code to save and read the Keras model using H5py is as follows:

Import h5py from keras.models import model_from_json
json_string = Model.to_json ()
open (' My_model_ Architecture.json ', ' W '). Write (json_string)
model.save_weights (' my_model_weights.h5 ')
 #读取model
Model = Model_from_json (open (' My_model_architecture.json '). Read ())
model.load_weights (' My_model_weights.h5 ')